Perry Logan explains how he is using Bayesian statistical framework for improving the accuracy, efficiency and transparency of our exposure judgments. Bayesian techniques can be used to formally combine the professional judgment regarding a particular exposure and its uncertainty with the statistical analysis of current exposure data.